{"id":"W3213256871","doi":"10.1111/acfi.12880","title":"Is the SEC captured? Evidence from political connectedness and SEC enforcement actions","year":2021,"lang":"en","type":"article","venue":"Accounting and Finance","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Endogeneity; Enforcement; Social connectedness; Politics; Commission; Sample (material); Business; Accounting; Suspension (topology); Political science; Law; Economics; Finance; Social psychology; Psychology; Econometrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002746657,0.000192376,0.0003793697,0.002310881,0.0008711315,0.002482388,0.0005968775,0.001222038,0.01131071],"category_scores_gemma":[0.02664808,0.0002218084,0.0002675882,0.003064202,0.002235633,0.001636464,0.002212248,0.001548345,0.000733496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741313,"about_ca_system_score_gemma":0.0004422663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003184301,"about_ca_topic_score_gemma":0.004688685,"domain_scores_codex":[0.9971258,0.001046072,0.0002609552,0.0004447945,0.0006038625,0.0005185885],"domain_scores_gemma":[0.8962541,0.02754762,0.06316052,0.004137093,0.002357202,0.006543425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008992179,0.0001287781,0.9918349,0.00002440876,0.00008709171,0.0001481162,0.0004620215,0.0001477958,0.0001151609,0.001625872,0.0003184731,0.005017396],"study_design_scores_gemma":[0.000007567539,0.00005521037,0.9961457,0.00004212085,0.00003637185,0.0001224214,0.001238734,0.0003345615,0.0001183043,0.0009255383,0.0009671986,0.000006278912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905222,0.000259854,0.0001495601,0.0006777254,0.00001211785,0.000008381278,0.0001347928,0.000003567724,0.008231848],"genre_scores_gemma":[0.9994959,0.00007396638,0.00001737903,0.00006973599,0.00002710621,0.000002115476,0.00007622683,0.000001901036,0.0002356564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01131071,"threshold_uncertainty_score":0.03783816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05361997762934929,"score_gpt":0.2700313879699742,"score_spread":0.2164114103406249,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}